ANN-Based Predictive Modeling for Climate-Resilient Tea Production

ANN-Based Predictive Modeling for Climate-Resilient Tea Production

Location

    Period

    Sep 2024 - Dec 2025

    Funding (USD)

    usd

    0

    Project Code

    Theme

    02 Climate Action

    Status

    Completed

    Implementing Partners
    Resource Partners

    About the project

    This pilot introduces AI-powered predictive modeling to improve productivity, profitability, and climate resilience in Sri Lanka’s tea industry, an essential economic sector employing over one million people. The project focuses on using deep learning model to generate short- and medium-term forecasts of tea yields based on a range of agronomic and climatic factors.

    The pilot is being developed in collaboration with Green Fields Bio Plantations’ and researchers from Sabaragamuwa University. The outputs of this project will inform decision-making at the plantation level, while also supporting investment cases for scaling up agroforestry across the industry.